# PredictPro.guru — Full Quantitative Football Analytics & Agent Reference (llms-full.txt)

> PredictPro.guru (`https://predictpro.guru`) is an enterprise AI football prediction and quantitative sports analytics platform delivering 84%–87% verified accuracy on high-confidence Banker Picks across 40+ global competitions using Bivariate Poisson scoreline distributions, Expected Goals (xG) differentials, Dixon-Coles low-scoring adjustments, ELO club ratings, and real-time market steam.

## 1. Machine-Readable Discovery & Agent Protocols

- **API Catalog (RFC 9727)**: `https://predictpro.guru/.well-known/api-catalog` (`application/linkset+json`)
- **MCP Server Card (SEP-1649)**: `https://predictpro.guru/.well-known/mcp/server-card.json`
- **MCP Streamable HTTP Endpoint**: `https://predictpro.guru/mcp`
- **A2A Agent Card**: `https://predictpro.guru/.well-known/agent-card.json`
- **Agent Skills Discovery Index (v0.2.0)**: `https://predictpro.guru/.well-known/agent-skills/index.json`
- **ARD Capability Manifest**: `https://predictpro.guru/.well-known/ai-catalog.json`
- **OAuth Protected Resource Metadata (RFC 9728)**: `https://predictpro.guru/.well-known/oauth-protected-resource`
- **OAuth 2.0 Authorization Server Metadata (RFC 8414)**: `https://predictpro.guru/.well-known/oauth-authorization-server`
- **OpenID Connect Discovery 1.0**: `https://predictpro.guru/.well-known/openid-configuration`
- **Auth.md Agent Registration Specification**: `https://predictpro.guru/auth.md`
- **OpenAPI 3.1 Specification**: `https://predictpro.guru/openapi.json`
- **Markdown Content Negotiation**: All routes return clean Markdown when requested with `Accept: text/markdown`.

## 2. Quantitative Mathematical Architecture

1. **Bivariate Poisson Distribution**: Computes exact scoreline probabilities $P(X = x, Y = y)$ from attacking and defensive strength vectors $\lambda_{\text{Home}}$ and $\lambda_{\text{Away}}$ adjusted for league-specific home advantage and Dixon-Coles low-score correlation $\rho$.
2. **Expected Goals (xG & xGA)**: Rolling 10-match non-penalty xG and shot-quality metrics weighted by opponent ELO rating.
3. **Positive Expected Value (+EV) Identification**: Compares true model probability $P_{\text{AI}}$ against de-vigged bookmaker implied probability $P_{\text{Implied}}$ to surface edges where $\text{EV} = (P_{\text{AI}} \times \text{Odds}) - 1 > 3.5\%$.
4. **Mega & Midweek Jackpot Permutation Engine**: Synchronizes live upcoming fixtures across SportPesa (17 games), Betika (15 games), Mozzart (20 games), and SportyBet (12 games), classifying high-probability Banker locks and $2^N$ Double Chance (`1X`, `X2`, `12`) hedges.

## 3. Core Public URLs

- **Home & Daily AI Predictions**: `https://predictpro.guru/`
- **High-Confidence Banker Bets**: `https://predictpro.guru/best-bets`
- **Positive Expected Value (+EV) Bets**: `https://predictpro.guru/value-bets`
- **17-Game Mega & Midweek Jackpot Predictions**: `https://predictpro.guru/jackpot-predictions`
- **Both Teams To Score (BTTS) & Over 2.5 Goals**: `https://predictpro.guru/btts`
- **Exact Correct Score Matrix**: `https://predictpro.guru/correct-score`
- **Smart Accumulator Slip Builder**: `https://predictpro.guru/accumulator`
- **Dropping Odds & Sharp Steam Radar**: `https://predictpro.guru/dropping-odds`
- **English Premier League Hub**: `https://predictpro.guru/premier-league-predictions`
- **UEFA Champions League Hub**: `https://predictpro.guru/champions-league-predictions`
- **Spanish La Liga Hub**: `https://predictpro.guru/la-liga-predictions`
- **German Bundesliga Hub**: `https://predictpro.guru/bundesliga-predictions`
- **Italian Serie A Hub**: `https://predictpro.guru/serie-a-predictions`
- **French Ligue 1 Hub**: `https://predictpro.guru/ligue-1-predictions`
- **AFCON, CAF & Pan-African 54-Nation Hub**: `https://predictpro.guru/afcon-predictions`
- **Kenyan Premier League (KPL) & East Africa Hub**: `https://predictpro.guru/kpl-predictions`
- **US Soccer & MLS Hub**: `https://predictpro.guru/us-soccer-predictions`
- **FIFA World Cup 2026 Hub**: `https://predictpro.guru/world-cup-predictions`
- **Methodology & Model Documentation**: `https://predictpro.guru/methodology`

## 4. Continental Syndication & Regional Hubs (54 CAF Nations + Global)

- **All-Africa Continental (CAF)**: AFCON, CAF Champions League, CAF Confederation Cup (`x-default`, `en`)
- **East Africa (CECAFA)**: Kenya FKF Premier League, Tanzania NBC Premier League, Uganda, Rwanda, Ethiopia (`en-KE`, `sw-KE`, `en-TZ`, `sw-TZ`, `en-UG`, `en-RW`)
- **West Africa (WAFU)**: Nigeria NPFL, Ghana Premier League, Senegal, Côte d'Ivoire, Cameroon (`en-NG`, `en-GH`, `fr-SN`, `fr-CI`)
- **Southern Africa (COSAFA)**: South Africa Betway Premiership (PSL), Zambia Super League, Zimbabwe, Botswana (`en-ZA`, `en-ZM`, `en-ZW`)
- **Central Africa (UNIFFAC)**: DR Congo Linafoot, Angola Girabola, Congo, Gabon (`fr-CD`, `fr-CM`, `pt-AO`)
- **North Africa & MENA (UNAF)**: Egyptian Premier League, Morocco Botola Pro, Tunisia Ligue 1, Algeria (`ar-EG`, `fr-MA`, `fr-TN`, `fr-DZ`)
- **Flagship Continental Derby Previews**:
  - `https://predictpro.guru/predict/gor-mahia-vs-afc-leopards` (Kenya Mashemeji Derby)
  - `https://predictpro.guru/predict/simba-sc-vs-young-africans` (Tanzania Kariakoo Derby)
  - `https://predictpro.guru/predict/kaizer-chiefs-vs-orlando-pirates` (South Africa Soweto Derby)
  - `https://predictpro.guru/predict/mamelodi-sundowns-vs-orlando-pirates` (CAF & PSL Clash)
  - `https://predictpro.guru/predict/enyimba-vs-rangers-international` (Nigeria NPFL Oriental Derby)
  - `https://predictpro.guru/predict/hearts-of-oak-vs-asante-kotoko` (Ghana Super Clash)
  - `https://predictpro.guru/predict/al-ahly-vs-zamalek` (Cairo & CAF Super Derby)
  - `https://predictpro.guru/predict/wydad-ac-vs-raja-casablanca` (Casablanca Derby)
  - `https://predictpro.guru/predict/tp-mazembe-vs-as-vita-club` (DR Congo Linafoot Classico)